{"id":590640,"date":"2025-08-11T07:50:23","date_gmt":"2025-08-11T06:50:23","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=pycharm&#038;p=590640"},"modified":"2025-08-14T09:56:27","modified_gmt":"2025-08-14T08:56:27","slug":"pycharm-2025-2","status":"publish","type":"pycharm","link":"https:\/\/blog.jetbrains.com\/zh-hans\/pycharm\/2025\/08\/pycharm-2025-2\/","title":{"rendered":"PyCharm 2025.2\uff1a\u9762\u5411 AI \u5de5\u7a0b\u5e08\u7684 AI Toolkit \u4ee5\u53ca\u66f4\u591a\u529f\u80fd\uff01"},"content":{"rendered":"\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1280\" height=\"720\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/CN-2-Blog_1280x720.png\" alt=\"\" class=\"wp-image-590709\"\/><\/figure>\n\n\n\n<p>PyCharm 2025.2 \u5f15\u5165\u4e86 <a href=\"https:\/\/lp.jetbrains.com\/zh-cn\/pycharm-for-ai-engineers\/\" target=\"_blank\" rel=\"noopener\" data-type=\"link\" data-id=\"https:\/\/lp.jetbrains.com\/pycharm-for-ai-engineers\/\">AI Toolkit<\/a>\uff1aAI \u5de5\u7a0b\u5e08\u9700\u8981\u7684\u4e00\u5207 \u2013 \u73b0\u5df2\u5728 IDE \u4e2d\u5f97\u5230\u539f\u751f\u652f\u6301\u3002<\/p>\n\n\n\n<p>\u6b64\u7248\u672c\u7684\u5176\u4ed6\u4eae\u70b9\u5305\u62ec PyCharm Community \u7684\u6700\u540e\u4e00\u4e2a\u53d7\u652f\u6301\u7248\u672c\uff0c\u5bf9 AI Assistant\u3001Junie \u548c Notebook \u7684\u6539\u8fdb\uff0c\u4ee5\u53ca\u7528\u4e8e\u66f4\u65b0 <code>.lock<\/code> \u6587\u4ef6\u7684\u6301\u4e45 UI \u548c\u5176\u4ed6\u589e\u5f3a\u3002<\/p>\n\n\n\n<p>\u4ece\u6211\u4eec\u7684\u7f51\u7ad9\u4e0b\u8f7d\u6700\u65b0\u7248\u672c\u6216\u901a\u8fc7\u6211\u4eec\u7684\u514d\u8d39 Toolbox App \u66f4\u65b0\u3002&nbsp;<\/p>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/download\/\" target=\"\" rel=\"noopener\">\u7acb\u5373\u4e0b\u8f7d<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">PyCharm Community \u8fc8\u5411\u7edf\u4e00\u7248 PyCharm<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"2560\" height=\"1440\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/inline_ch-cn.png\" alt=\"\" class=\"wp-image-590720\"\/><\/figure>\n\n\n\n<p>\u4e3a\u5c06 PyCharm \u6253\u9020\u6210\u4e00\u6b3e\u5f3a\u5927\u4e14\u7edf\u4e00\u7684\u4ea7\u54c1\uff0c2025.2 \u5c06\u662f PyCharm Community \u7684\u6700\u540e\u4e00\u4e2a\u652f\u6301\u7248\u672c\u3002 \u5728 2025.3 \u7248\u672c\u53d1\u5e03\u65f6\uff0c\u6211\u4eec\u5c06\u63d0\u4f9b\u4e00\u79cd\u65e0\u7f1d\u8fc1\u79fb\u5230\u7edf\u4e00\u7248 PyCharm \u7684\u65b9\u5f0f\u3002 \u60a8\u53ef\u4ee5\u4f7f\u7528 Toolbox App \u6216\u901a\u8fc7\u4ea7\u54c1\u5185\u5347\u7ea7\u901a\u77e5\u5347\u7ea7\u5230 2025.2 Community\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u60f3\u7acb\u5373\u5f00\u59cb\u514d\u8d39\u4f7f\u7528\u5e26\u6709 Jupyter Notebook \u7684\u7edf\u4e00\u7248 PyCharm\uff0c\u4e0d\u7b49\u5f85\u8fc1\u79fb\uff0c\u60a8\u53ef\u4ee5\u5728<a href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/download\/\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc<\/a>\u4e0b\u8f7d\u3002 \u5728<a href=\"https:\/\/blog.jetbrains.com\/pycharm\/2025\/04\/unified-pycharm\/\">\u8fd9\u7bc7\u535a\u6587<\/a>\u4e2d\u8be6\u7ec6\u4e86\u89e3\u7edf\u4e00\u7248 PyCharm\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI Toolkit <strong><sup>[Pro]<\/sup><\/strong><\/h2>\n\n\n\n<div style=\"\n  border: 1px solid #ddd;\n  padding: 15px;\n  margin: 20px 0;\n  background: #f9f9f9;\n  border-radius: 5px;\n  font-size: 14px;  \/* \u65b0\u589e\u5b57\u4f53\u63a7\u5236 *\/\n  line-height: 1.5; \/* \u53ef\u9009\u884c\u9ad8\u4f18\u5316 *\/\n\">\n\u53d7 AI \u670d\u52a1\u63d0\u4f9b\u5546\u7684\u9650\u5236\uff0cPyCharm \u4e2d\u7684 JetBrains AI \u5728\u4e2d\u56fd\u5927\u9646\u548c\u6e2f\u6fb3\u5730\u533a\u8fd0\u884c\u65b9\u5f0f\u53ef\u80fd\u4e0d\u540c\u6216\u6682\u4e0d\u53ef\u7528\u3002<a href=\"https:\/\/www.jetbrains.com\/legal\/docs\/terms\/jetbrains-ai\/service-territory\/\" style=\"color: #0073aa; text-decoration: underline;\" target=\"_blank\" rel=\"noopener\">\u8bbf\u95ee\u6b64\u5904<\/a>\u67e5\u770b\u53d7\u652f\u6301\u7684\u56fd\u5bb6\u548c\u5730\u533a\u5217\u8868\u3002\n<\/div>\n\n\n\n<p>PyCharm AI Toolkit \u76f4\u63a5\u5c06 AI \u5f00\u53d1\u96c6\u6210\u5230 PyCharm \u4e2d\uff0c\u5c06\u5b9e\u9a8c\u3001\u8c03\u8bd5\u3001\u8bc4\u4f30\u3001\u5fae\u8c03\u548c\u90e8\u7f72\u878d\u5165\u5230\u4e00\u4e2a\u719f\u6089\u7684\u73af\u5883\u4e2d\u3002<\/p>\n\n\n<p><iframe loading=\"lazy\" title=\"AI Toolkit \u7b80\u4ecb\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Wx4UunIcBg0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n\n\n\n<p>AI Toolkit \u624d\u521a\u521a\u8d77\u6b65\uff0c\u4f46\u5b83\u5df2\u7ecf\u5305\u542b AI Playground \u548c AI Agents Debugger \u7b49\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u60f3\u8981\u5bf9\u672a\u6765\u4ea7\u751f\u5f71\u54cd\u5417<\/strong>\uff1f <a href=\"https:\/\/lp.jetbrains.com\/zh-cn\/pycharm-for-ai-engineers\/\" target=\"_blank\" rel=\"noopener\">\u5206\u4eab\u60a8\u7684\u53cd\u9988<\/a>\uff0c\u5e2e\u52a9\u5851\u9020 PyCharm \u4e2d AI \u5f00\u53d1\u5de5\u5177\u7684\u672a\u6765\u3002 \u6211\u4eec\u6b63\u5728\u4e3a\u60a8\u6784\u5efa\uff0c\u6211\u4eec\u5c06\u4f18\u5148\u8003\u8651\u5bf9\u793e\u533a\u6700\u91cd\u8981\u7684\u529f\u80fd\u3002 \u8bf7\u544a\u8bc9\u6211\u4eec\u60a8\u60f3\u770b\u5230\u4ec0\u4e48\u3002<\/p>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/lp.jetbrains.com\/zh-cn\/pycharm-for-ai-engineers\/\" target=\"\" rel=\"noopener\">\u8be6\u7ec6\u4e86\u89e3 AI Toolkit<\/a><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">AI Playground <strong><sup>[Pro]<\/sup><\/strong><\/h3>\n\n\n\n<div style=\"\n  border: 1px solid #ddd;\n  padding: 15px;\n  margin: 20px 0;\n  background: #f9f9f9;\n  border-radius: 5px;\n  font-size: 14px;  \/* \u65b0\u589e\u5b57\u4f53\u63a7\u5236 *\/\n  line-height: 1.5; \/* \u53ef\u9009\u884c\u9ad8\u4f18\u5316 *\/\n\">\n\u53d7 AI \u670d\u52a1\u63d0\u4f9b\u5546\u7684\u9650\u5236\uff0cPyCharm \u4e2d\u7684 JetBrains AI \u5728\u4e2d\u56fd\u5927\u9646\u548c\u6e2f\u6fb3\u5730\u533a\u8fd0\u884c\u65b9\u5f0f\u53ef\u80fd\u4e0d\u540c\u6216\u6682\u4e0d\u53ef\u7528\u3002<a href=\"https:\/\/www.jetbrains.com\/legal\/docs\/terms\/jetbrains-ai\/service-territory\/\" style=\"color: #0073aa; text-decoration: underline;\" target=\"_blank\" rel=\"noopener\">\u8bbf\u95ee\u6b64\u5904<\/a>\u67e5\u770b\u53d7\u652f\u6301\u7684\u56fd\u5bb6\u548c\u5730\u533a\u5217\u8868\u3002\n<\/div>\n\n\n\n<p>PyCharm 2025.2 \u63a8\u51fa\u4e86\u591a\u529f\u80fd\u7684\u5168\u65b0 <a href=\"https:\/\/www.jetbrains.com\/help\/pycharm\/ai-playground.html\" data-type=\"link\" data-id=\"https:\/\/www.jetbrains.com\/help\/pycharm\/ai-playground.html\" target=\"_blank\" rel=\"noopener\">AI Playground<\/a> \u529f\u80fd\uff0c\u8ba9 AI \u5de5\u7a0b\u5e08\u53ef\u4ee5\u5e76\u6392\u6bd4\u8f83\u591a\u4e2a AI \u6a21\u578b\u7684\u56de\u7b54\u3002 \u60a8\u53ef\u4ee5\u914d\u7f6e\u7cfb\u7edf\u63d0\u793a\u5e76\u5fae\u8c03\u5404\u4e2a\u6a21\u578b\u53c2\u6570\uff0c\u5b9e\u73b0\u5bf9<em>Temperature<\/em>\uff08\u6e29\u5ea6\uff09\u3001<em>Top P<\/em> \u548c <em>Max length<\/em>\uff08\u6700\u5927\u957f\u5ea6\uff09\u7684\u7cbe\u51c6\u63a7\u5236\u3002&nbsp;<\/p>\n\n\n\n<p>\u8f6c\u5230 <em>More Tool Windows | AI Playground<\/em>\uff08\u66f4\u591a\u5de5\u5177\u7a97\u53e3 | AI Playground\uff09\uff0c\u60a8\u5c06\u80fd\u591f\u9009\u62e9\uff1a<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/www.jetbrains.com\/ai-ides\/buy\/?section=personal&amp;billing=monthly\" target=\"_blank\" rel=\"noopener\">\u4ed8\u8d39 AI \u8ba2\u9605<\/a>\u4e2d\u5305\u542b\u7684\u6240\u6709\u6a21\u578b\uff08\u8fd9\u5c06\u4f7f\u7528\u60a8\u7684 AI Assistant token<sup>[\u5b9e\u9a8c\u6027]<\/sup>\uff09\u3002<\/li>\n\n\n\n<li>\u53ef\u4ee5\u901a\u8fc7 API \u5bc6\u94a5\u6dfb\u52a0\u7684\u81ea\u5b9a\u4e49\u63d0\u4f9b\u7a0b\u5e8f\u3002<\/li>\n\n\n\n<li>\u672c\u5730\u8fd0\u884c\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n<p><iframe loading=\"lazy\" title=\"AI Playground \u7b80\u4ecb\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/KzUtFOLDIZk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI Agents Debugger <strong><sup>[Pro]<\/sup><\/strong><\/h3>\n\n\n\n<p>PyCharm 2025.2 \u8fd8\u5f15\u5165\u4e86\u5f3a\u5927\u7684\u65b0 <a href=\"https:\/\/plugins.jetbrains.com\/plugin\/26921-ai-agents-debugger\" target=\"_blank\" rel=\"noopener\" data-type=\"link\" data-id=\"https:\/\/plugins.jetbrains.com\/plugin\/26921-ai-agents-debugger\">AI Agents Debugger<\/a> \u63d2\u4ef6\uff0c\u8fd9\u6b3e\u63d2\u4ef6\u53ef\u4e3a AI \u667a\u80fd\u4f53\u5f00\u53d1\u63d0\u4f9b\u900f\u660e\u5ea6\u548c\u8c03\u8bd5\u529f\u80fd\u3002 \u4e13\u4e3a\u4f7f\u7528\u4ee3\u7406\u7cfb\u7edf\u7684\u5f00\u53d1\u8005\u800c\u8bbe\u8ba1\uff0c\u8fd9\u4e9b\u5f00\u53d1\u8005\u9700\u8981\u7406\u89e3\u3001\u8c03\u8bd5\u5e76\u4f18\u5316\u5176\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u3002&nbsp;<\/p>\n\n\n\n<p>AI Agents Debugger \u53ef\u4ee5\u63d0\u4f9b\u5bf9\u6bcf\u4e2a\u667a\u80fd\u4f53\u8282\u70b9\u7684\u601d\u7ef4\u8fc7\u7a0b\u3001\u5143\u6570\u636e\u3001\u8f93\u5165\u548c\u8f93\u51fa\u7684\u8be6\u7ec6\u6d1e\u5bdf\uff0c\u6539\u53d8\u4e86\u667a\u80fd\u4f53\u7cfb\u7edf\u901a\u5e38\u4e0d\u900f\u660e\u7684\u201c\u9ed1\u5323\u5b50\u201d\u6027\u8d28\u3002<\/p>\n\n\n<p><iframe loading=\"lazy\" title=\"AI Agents Debugger \u7b80\u4ecb\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/ogGBY7R7MPM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/lp.jetbrains.com\/zh-cn\/pycharm-for-ai-engineers\/\" target=\"\" rel=\"noopener\">\u8be6\u7ec6\u4e86\u89e3 AI Toolkit<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Junie<\/h2>\n\n\n\n<div style=\"\n  border: 1px solid #ddd;\n  padding: 15px;\n  margin: 20px 0;\n  background: #f9f9f9;\n  border-radius: 5px;\n  font-size: 14px;  \/* \u65b0\u589e\u5b57\u4f53\u63a7\u5236 *\/\n  line-height: 1.5; \/* \u53ef\u9009\u884c\u9ad8\u4f18\u5316 *\/\n\">\n\u53d7 AI \u670d\u52a1\u63d0\u4f9b\u5546\u7684\u9650\u5236\uff0cPyCharm \u4e2d\u7684 JetBrains AI \u5728\u4e2d\u56fd\u5927\u9646\u548c\u6e2f\u6fb3\u5730\u533a\u8fd0\u884c\u65b9\u5f0f\u53ef\u80fd\u4e0d\u540c\u6216\u6682\u4e0d\u53ef\u7528\u3002<a href=\"https:\/\/www.jetbrains.com\/legal\/docs\/terms\/jetbrains-ai\/service-territory\/\" style=\"color: #0073aa; text-decoration: underline;\" target=\"_blank\" rel=\"noopener\">\u8bbf\u95ee\u6b64\u5904<\/a>\u67e5\u770b\u53d7\u652f\u6301\u7684\u56fd\u5bb6\u548c\u5730\u533a\u5217\u8868\u3002\n<\/div>\n\n\n\n<p>JetBrains \u7684\u7f16\u7801\u667a\u80fd\u4f53 Junie \u53ef\u4ee5\u81ea\u4e3b\u89c4\u5212\u3001\u7f16\u5199\u3001\u4f18\u5316\u548c\u6d4b\u8bd5\u4ee3\u7801\uff0c\u8ba9\u60a8\u7684\u5f00\u53d1\u4f53\u9a8c\u66f4\u52a0\u987a\u7545\u3001\u9ad8\u6548\u548c\u6109\u5feb\u3002 \u5b83\u53ef\u4ee5\u5904\u7406\u8bf8\u5982\u91cd\u6784\u4ee3\u7801\u3001\u521b\u5efa\u6d4b\u8bd5\u548c\u5b9e\u73b0\u4f18\u5316\u7b49\u7e41\u7410\u4efb\u52a1\uff0c\u8ba9\u60a8\u4e13\u6ce8\u4e8e\u66f4\u5927\u7684\u6311\u6218\u548c\u521b\u65b0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/07\/JunieMCP_2.mov\" controls=\"controls\" width=\"800\" height=\"400\"><\/video><\/figure>\n\n\n\n<p>Junie \u83b7\u5f97\u4e86\u591a\u9879\u91cd\u5927\u66f4\u65b0\uff0c\u5305\u62ec\u9ad8\u8fbe 30% \u7684\u901f\u5ea6\u63d0\u5347\uff01 Junie \u73b0\u5728\u5177\u6709 MCP \u652f\u6301\uff0c\u53ef\u4ee5\u8fde\u63a5\u5230\u5916\u90e8\u670d\u52a1\u5668\u5e76\u63d0\u4f9b\u66f4\u51c6\u786e\u7684\u89e3\u51b3\u65b9\u6848\u3002 Junie \u73b0\u5728\u4e5f\u53ef\u4ee5\u7528\u4e8e\u8fdc\u7a0b\u5f00\u53d1\uff08\u76ee\u524d\u5728 macOS \u548c Linux \u4e0a\u53d7\u5230\u652f\u6301\uff09\u5e76\u4e3a\u5176 GitHub \u96c6\u6210\u542f\u52a8\u4e86\u62a2\u5148\u4f53\u9a8c\u8ba1\u5212\u3002 \u501f\u52a9\u6b64\u96c6\u6210\uff0c\u65e0\u9700\u6253\u5f00 IDE \u5373\u53ef\u5904\u7406\u62c9\u53d6\u8bf7\u6c42\u3002<\/p>\n\n\n\n<p>Junie \u4f5c\u4e3a JetBrains AI \u8ba2\u9605\u7684\u4e00\u90e8\u5206\u5728 PyCharm \u4e2d\u63d0\u4f9b\u3002&nbsp;<\/p>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/www.jetbrains.com.cn\/junie\/\" target=\"\" rel=\"noopener\">\u5728 PyCharm \u4e2d\u83b7\u53d6 Junie<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">AI Assistant<\/h2>\n\n\n\n<div style=\"\n  border: 1px solid #ddd;\n  padding: 15px;\n  margin: 20px 0;\n  background: #f9f9f9;\n  border-radius: 5px;\n  font-size: 14px;  \/* \u65b0\u589e\u5b57\u4f53\u63a7\u5236 *\/\n  line-height: 1.5; \/* \u53ef\u9009\u884c\u9ad8\u4f18\u5316 *\/\n\">\n\u53d7 AI \u670d\u52a1\u63d0\u4f9b\u5546\u7684\u9650\u5236\uff0cPyCharm \u4e2d\u7684 JetBrains AI \u5728\u4e2d\u56fd\u5927\u9646\u548c\u6e2f\u6fb3\u5730\u533a\u8fd0\u884c\u65b9\u5f0f\u53ef\u80fd\u4e0d\u540c\u6216\u6682\u4e0d\u53ef\u7528\u3002<a href=\"https:\/\/www.jetbrains.com\/legal\/docs\/terms\/jetbrains-ai\/service-territory\/\" style=\"color: #0073aa; text-decoration: underline;\" target=\"_blank\" rel=\"noopener\">\u8bbf\u95ee\u6b64\u5904<\/a>\u67e5\u770b\u53d7\u652f\u6301\u7684\u56fd\u5bb6\u548c\u5730\u533a\u5217\u8868\u3002\n<\/div>\n\n\n\n<ul>\n<li>\u6240\u6709\u53d7\u652f\u6301\u8bed\u8a00\u7684\u8865\u5168\u90fd\u66f4\u52a0\u667a\u80fd\uff0c\u73b0\u5728\u5177\u6709\u5bf9 SQL\u3001YAML\u3001JSON\u3001Markdown \u7b49\u8bed\u8a00\u7684\u652f\u6301\u3002<\/li>\n\n\n\n<li>\u9879\u76ee\u89c4\u5219\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u6307\u5bfc AI \u9075\u5b88\u60a8\u7684\u56e2\u961f\u7f16\u7801\u89c4\u8303\u548c\u4e1a\u52a1\u903b\u8f91\u3002<\/li>\n\n\n\n<li>\u6269\u5c55\u7684\u79bb\u7ebf\u7075\u6d3b\u6027\u2014\u2014\u8fde\u63a5\u4efb\u610f\u517c\u5bb9 OpenAI \u7684\u6a21\u578b\u670d\u52a1\u5668\uff0c\u5982 llama.cpp \u6216 LiteLLM\u3002<\/li>\n\n\n\n<li>JetBrains AI Assistant \u73b0\u5df2\u652f\u6301\u4f7f\u7528 Anthropic \u548c OpenAI \u6a21\u578b\u5728\u804a\u5929\u4e2d\u6dfb\u52a0\u56fe\u50cf\u9644\u4ef6\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6240\u6709 JetBrains AI \u529f\u80fd\u90fd\u53ef\u4ee5\u901a\u8fc7 PyCharm Pro \u8ba2\u9605\u514d\u8d39\u4f7f\u7528\uff0c\u5305\u62ec\u4e0d\u53d7\u9650\u5236\u7684\u4ee3\u7801\u8865\u5168\u3001\u5f3a\u5927\u7684\u672c\u5730\u5de5\u4f5c\u6d41\u548c\u6709\u9650\u7684\u57fa\u4e8e\u4e91\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1924\" height=\"1086\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/08\/252-rules-2.png\" alt=\"\" class=\"wp-image-592162\"\/><\/figure>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/features\/ai\/\" target=\"\" rel=\"noopener\">\u5f00\u59cb\u4f7f\u7528<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u7528\u4e8e\u66f4\u65b0 <code>.lock<\/code> \u6587\u4ef6\u7684\u6301\u4e45\u5316 UI<\/h2>\n\n\n\n<p>\u6211\u4eec\u5df2\u7ecf\u5728 <code>.toml<\/code> \u914d\u7f6e\u6587\u4ef6\u4e2d\u4e3a <code>uv<\/code>\u3001Hatch \u548c Poetry \u589e\u52a0\u4e86\u6301\u4e45\u5316\u63a7\u5236\u3002 \u5229\u7528\u8fd9\u4e9b\u63a7\u5236\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u70b9\u51fb\u76f8\u5e94\u6309\u94ae\u540c\u6b65\u3001\u9501\u5b9a\u6216\u66f4\u65b0\u73af\u5883\u4e2d\u7684\u4f9d\u8d56\u5173\u7cfb\u6765\u5e94\u7528\u5bf9 <code>.toml<\/code> \u6587\u4ef6\u8fdb\u884c\u7684\u66f4\u6539\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"1484\" height=\"742\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/07\/PY-79451_Introduce-a-constant-UI-control-for-updating-.lock-files-2.png\" alt=\"\" class=\"wp-image-586729\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Jupyter Notebook \u548c SQL \u5355\u5143\u7684\u4e0a\u4e0b\u6587\u611f\u77e5\u4ee3\u7801\u751f\u6210 <strong><sup>[Pro]<\/sup><\/strong><\/h2>\n\n\n\n<p>\u73b0\u5728\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 AI Assistant \u4e3a Jupyter Notebook \u548c SQL \u5355\u5143\u751f\u6210\u4ee3\u7801\uff0c\u5b83\u4f1a\u8003\u8651\u6e90\u5355\u5143\u7684\u4e0a\u4e0b\u6587\u3002&nbsp;<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u70b9\u51fb\u4e0a\u4e0b\u6587\u83dc\u5355\u4e2d\u7684 <em>AI Edit Cell<\/em>\uff08AI \u7f16\u8f91\u5355\u5143\uff09\u6216\u4ece\u53f3\u4fa7\u5de5\u5177\u680f\u4e2d\u7684 AI \u56fe\u6807\u5bfc\u822a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"3200\" height=\"1599\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/07\/Context_aware_code_generation_for_Jupyter_notebooks_and_SQL_cells.png\" alt=\"\" class=\"wp-image-587329\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Django \u7684 <em>Logical structure<\/em>\uff08\u903b\u8f91\u7ed3\u6784\uff09\u5de5\u5177\u7a97\u53e3 <strong><sup>[Pro]<\/sup><\/strong><\/h2>\n\n\n\n<p><em>Logical structure<\/em>\uff08\u903b\u8f91\u7ed3\u6784\uff09\u4e3a\u60a8\u7684 Django \u9879\u76ee\u63d0\u4f9b\u4e86\u4ee5\u6846\u67b6\u4e3a\u4e2d\u5fc3\u7684\u89c6\u56fe\uff0c\u4f7f\u60a8\u80fd\u591f\u66f4\u76f4\u89c2\u5730\u6d4f\u89c8\u548c\u4e86\u89e3\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u67b6\u6784\u3002 \u5b83\u6839\u636e Django \u7684\u770b\u6cd5\u8868\u793a\u60a8\u7684\u9879\u76ee \u2013 \u663e\u793a\u6a21\u578b\u3001\u89c6\u56fe\u3001\u5e8f\u5217\u5316\u5668\u3001\u8868\u5355\u3001\u7ba1\u7406\u7c7b\u548c\u60a8\u6bcf\u5929\u5904\u7406\u7684\u5176\u4ed6\u7ec4\u4ef6\u4e4b\u95f4\u6709\u610f\u4e49\u7684\u5173\u7cfb\u3002 \u5b83\u8fd8\u5141\u8bb8\u60a8\u4e3a\u5b9e\u4f53\u4e4b\u95f4\u7f3a\u5931\u7684\u5173\u7cfb\u751f\u6210\u6a21\u677f\uff0c\u5e2e\u52a9\u60a8\u5feb\u901f\u6784\u5efa\u4ee3\u7801\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"3726\" height=\"1868\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/07\/A_Logical_structure_tool_window_for_Django-1.png\" alt=\"\" class=\"wp-image-587340\"\/><\/figure>\n\n\n\n<p>\u901a\u8fc7\u6709\u6548\u7684 JetBrains AI \u8ba2\u9605\uff0c\u60a8\u53ef\u4ee5\u89e3\u9501\u66f4\u591a\u9ad8\u7ea7\u529f\u80fd\u3002 AI \u751f\u6210\u7684\u4e0d\u662f\u57fa\u672c\u6a21\u677f\uff0c\u800c\u662f\u5b8c\u5168\u4e86\u89e3\u5b9e\u4f53\u5173\u7cfb\u7684\u5b8c\u6574\u4ee3\u7801\uff0c\u4ece\u800c\u63d0\u4f9b\u66f4\u667a\u80fd\u3001\u4e0a\u4e0b\u6587\u66f4\u4e30\u5bcc\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9ad8\u7ea7\u56fe\u50cf\u5904\u7406&nbsp;<\/h2>\n\n\n\n<p>\u65b0\u7684\u56fe\u50cf\u67e5\u770b\u5668\u63d0\u4f9b\u4e86\u6267\u884c\u989d\u5916\u64cd\u4f5c\u7684\u9009\u9879\uff0c\u5305\u62ec\u6062\u590d\u539f\u59cb\u56fe\u50cf\u3001\u53cd\u8f6c\u539f\u59cb\u56fe\u50cf\u901a\u9053\u3001\u5c06\u56fe\u50cf\u8f6c\u6362\u4e3a\u7070\u5ea6\u4ee5\u53ca\u8bbe\u7f6e\u4e8c\u503c\u5316\u9608\u503c\uff0c\u7b49\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" loading=\"lazy\" width=\"3084\" height=\"1610\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/07\/Advanced_image_processing.png\" alt=\"\" class=\"wp-image-587351\"\/><\/figure>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/download\/\" target=\"\" rel=\"noopener\">\u7acb\u5373\u4e0b\u8f7d<\/a><\/div>\n<\/div>\n\n\n\n<p><strong>\u8fd8\u60f3\u4f7f\u7528\u66f4\u591a\u529f\u80fd\uff1f<\/strong><\/p>\n\n\n\n<ul>\n<li>\u8bbf\u95ee\u6211\u4eec\u7684<a href=\"https:\/\/www.jetbrains.com.cn\/pycharm\/whatsnew\/\" target=\"_blank\" rel=\"noopener\">\u6700\u65b0\u53d8\u5316<\/a>\u9875\u9762\u4e86\u89e3\u5176\u4ed6 2025.2 \u529f\u80fd\u548c\u6700\u65b0 bug \u4fee\u6b63\u3002<\/li>\n\n\n\n<li>\u9605\u8bfb<a href=\"https:\/\/youtrack.jetbrains.com\/articles\/PY-A-233538444\/PyCharm-2025.2-252.23892.439-build-Release-Notes\" target=\"_blank\" rel=\"noopener\" data-type=\"link\" data-id=\"https:\/\/youtrack.jetbrains.com\/articles\/PY-A-233538444\/PyCharm-2025.2-252.23892.439-build-Release-Notes\">\u7248\u672c\u8bf4\u660e<\/a>\u4e86\u89e3\u66f4\u6539\u7684\u5b8c\u6574\u7ec6\u8282\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u60a8\u9047\u5230\u4efb\u4f55\u95ee\u9898\uff0c\u8bf7\u901a\u8fc7\u6211\u4eec\u7684<a href=\"https:\/\/youtrack.jetbrains.com\/issues\/PY?_gl=1*y59dtj*_ga*MjU1NTkwODM1LjE2ODE3MzQyNDE.*_ga_9J976DJZ68*MTcxMDUyMjYyNy4zMDcuMS4xNzEwNTIyODYwLjMwLjAuMA..&amp;_ga=2.242684738.1950814981.1710335854-255590835.1681734241\" target=\"_blank\" rel=\"noopener\">\u95ee\u9898\u8ddf\u8e2a\u5668<\/a>\u62a5\u544a\uff0c\u4ee5\u4fbf\u6211\u4eec\u53ca\u65f6\u89e3\u51b3\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6211\u4eec\u5f88\u60f3\u542c\u5230\u60a8\u5bf9 PyCharm 2025.2 \u7684\u53cd\u9988 \u2013 \u8bf7\u5728\u4e0b\u65b9\u7559\u8a00\u6216<a href=\"https:\/\/x.com\/pycharm\" target=\"_blank\" rel=\"noopener\">\u5728 X \u4e0a\u4e0e\u6211\u4eec\u8054\u7cfb<\/a>\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2021\/03\/evgenia-200x200.jpg\" width=\"200\" height=\"200\" alt=\"Evgenia Verbina\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Evgenia Verbina<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/03\/Afanasiev-Ilia-200x200.jpg\" width=\"200\" height=\"200\" alt=\"Ilia Afanasiev\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Ilia Afanasiev<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1297,"featured_media":590709,"comment_status":"closed","ping_status":"closed","template":"","categories":[907],"tags":[],"cross-post-tag":[8851],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm\/590640"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/types\/pycharm"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/users\/1297"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=590640"}],"version-history":[{"count":10,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm\/590640\/revisions"}],"predecessor-version":[{"id":592573,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/pycharm\/590640\/revisions\/592573"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media\/590709"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=590640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=590640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=590640"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/cross-post-tag?post=590640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}